Sea ice, or frozen ocean water, annually freezes and melts in the Arctic. The need for accu- rate forecasts of where sea ice will be located weeks to months in advance has increased as the amount…

The widespread use of machine learning algorithms calls for automatic change detection algorithms to monitor their behavior over time. As a machine learning algorithm learns from a continuous,…

We introduce an approach for discriminative clustering that allows one to jointly learn the metric or similarity from unlabeled data (with or without labeled data) and learn the clustering…